Tool + model pairing
Alibaba coding-assistant route formerly known as Lingma for developer productivity workflows.
Model pairings
Pair Qoder CN / Lingma with each supported text-generation or reasoning model from the Coding Plan / Token Plan catalog. Use Qwen first for Alibaba-native demos, then compare DeepSeek, Kimi, GLM, and MiniMax for specialist reasoning or coding workflows.
Use Qoder CN / Lingma to run interactive coding, reasoning, review, and documentation tasks with qwen3.7-plus. Confirm final model availability and exact plan support in Alibaba Cloud before production use.
Use Qoder CN / Lingma to run interactive coding, reasoning, review, and documentation tasks with qwen3.7-max. Confirm final model availability and exact plan support in Alibaba Cloud before production use.
Use Qoder CN / Lingma to run interactive coding, reasoning, review, and documentation tasks with qwen3.6-flash. Confirm final model availability and exact plan support in Alibaba Cloud before production use.
Reviewer-safe usage note
Qoder CN / Lingma can be positioned with Alibaba Coding Plan or Token Plan when the workflow is an interactive programming-tool use case. Use the correct Alibaba plan API key and base URL for the selected tool.
Nfero presents compatibility for discovery and evaluation. Coding Plan and Token Plan usage must follow Alibaba's permitted-use rules, including interactive tool scope and assigned-seat API key policies.
